Machine Learning and Data Mining

6 Open Access Books

18 Authors and Editors

175 Web of Science Citations

396 Dimensions Citations

Online First chapter releases in this category

Chapter titleDownloads
1. Introductory Chapter: Pattern Recognition as Cognitive Process

By Andrzej Zak

Part of book: Pattern Recognition [Working Title]

51
2. Novel Formulation of Parzen Data Analysis

By David Horn

Part of book: Pattern Recognition [Working Title]

47
3. Depth Extraction from a Single Image and Its Application

By Shih-Shuo Tung and Wen-Liang Hwang

Part of book: Pattern Recognition [Working Title]

192
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Most cited chapters in this category

Chapter titleDownloads
1. A Survey of Shape Feature Extraction Techniques

By Yang Mingqiang, Kpalma Kidiyo and Ronsin Joseph

Part of book: Pattern Recognition Techniques, Technology and Applications

11777
2. Learning Pattern Classification Tasks with Imbalanced Data Sets

By Giang Hoang Nguyen, Abdesselam Bouzerdoum and Son Lam Phung

Part of book: Pattern Recognition

5164
3. Rough Set Theory — Fundamental Concepts, Principals, Data Extraction, and Applications

By Silvia Rissino and Germano Lambert-Torres

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

10289

Most downloaded chapters in this category in last 30 days

Chapter title
1. Automated Face Recognition: Challenges and Solutions

By Joanna Isabelle Olszewska

Part of book: Pattern Recognition - Analysis and Applications

2. Depth Extraction from a Single Image and Its Application

By Shih-Shuo Tung and Wen-Liang Hwang

Part of book: Pattern Recognition

3. Rock Particle Image Segmentation and Systems

By Weixing Wang

Part of book: Pattern Recognition Techniques, Technology and Applications

4. Hardening Email Security via Bayesian Additive Regression Trees

By Saeed Abu-Nimeh, Dario Nappa, Xinlei Wang and Suku Nair

Part of book: Machine Learning

5. Neural Machine Learning Approaches: Q-Learning and Complexity Estimation Based Information Processing System

By Abdennasser Chebira, Abdelhamid Mellouk, Kurosh Madani and Said Hoceini

Part of book: Machine Learning

6. Machine Learning for Sequential Behavior Modeling and Prediction

By Xin Xu

Part of book: Machine Learning

7. An Overview of Data Mining Techniques Applied to Power Systems

By Jefferson Morais, Yomara Pires, Claudomir Cardoso and Aldebaro Klautau

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

8. A Data Mining & Knowledge Discovery Process Model

By Oscar Marban, Gonzalo Mariscal and Javier Segovia

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

9. Taking Experience to a Whole New Level

By Luis Ignacio Lopera

Part of book: Machine Learning

10. Motif Discovery in Protein Sequences

By Salma Aouled El Haj Mohamed, Mourad Elloumi and Julie D. Thompson

Part of book: Pattern Recognition - Analysis and Applications